Overview

Dataset Statistics

Number of Variables 47
Number of Rows 2430
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 2.2 MB
Average Row Size in Memory 936.6 B
Variable Types
  • Categorical: 13
  • Numerical: 34

Dataset Insights

home_pitcher_rest and away_pitcher_rest have similar distributions Similar Distribution
home_batting_batting_avg_10RA and away_batting_batting_avg_10RA have similar distributions Similar Distribution
home_team_pitching_SO_batters_faced_10RA and away_team_pitching_SO_batters_faced_10RA have similar distributions Similar Distribution
home_team_pitching_H_batters_faced_10RA and away_team_pitching_H_batters_faced_10RA have similar distributions Similar Distribution
home_team_pitching_BB_batters_faced_10RA and away_team_pitching_BB_batters_faced_10RA have similar distributions Similar Distribution
home_team_errors_mean and away_team_errors_mean have similar distributions Similar Distribution
home_team_wins_mean and away_team_wins_mean have similar distributions Similar Distribution
home_batting_batting_avg_mean and away_batting_batting_avg_mean have similar distributions Similar Distribution
home_batting_onbase_perc_mean and away_batting_onbase_perc_mean have similar distributions Similar Distribution
home_batting_onbase_plus_slugging_mean and away_batting_onbase_plus_slugging_mean have similar distributions Similar Distribution
home_team_pitching_earned_run_avg_mean and away_team_pitching_earned_run_avg_mean have similar distributions Similar Distribution
home_team_pitching_SO_batters_faced_mean and away_team_pitching_SO_batters_faced_mean have similar distributions Similar Distribution
home_team_pitching_H_batters_faced_mean and away_team_pitching_H_batters_faced_mean have similar distributions Similar Distribution
home_team_pitching_BB_batters_faced_mean and away_team_pitching_BB_batters_faced_mean have similar distributions Similar Distribution
home_pitcher_rest is skewed Skewed
away_pitcher_rest is skewed Skewed
home_team_errors_mean is skewed Skewed
away_team_errors_mean is skewed Skewed
home_team_wins_mean is skewed Skewed
away_team_wins_mean is skewed Skewed
home_batting_batting_avg_mean is skewed Skewed
home_batting_onbase_perc_mean is skewed Skewed
home_batting_onbase_plus_slugging_mean is skewed Skewed
away_batting_batting_avg_mean is skewed Skewed
away_batting_onbase_perc_mean is skewed Skewed
away_batting_onbase_plus_slugging_mean is skewed Skewed
home_team_pitching_earned_run_avg_mean is skewed Skewed
home_team_pitching_SO_batters_faced_mean is skewed Skewed
home_team_pitching_H_batters_faced_mean is skewed Skewed
home_team_pitching_BB_batters_faced_mean is skewed Skewed
away_team_pitching_earned_run_avg_mean is skewed Skewed
away_team_pitching_SO_batters_faced_mean is skewed Skewed
away_team_pitching_H_batters_faced_mean is skewed Skewed
game_id has a high cardinality: 2430 distinct values High Cardinality
date has a high cardinality: 182 distinct values High Cardinality
home_pitcher has a high cardinality: 330 distinct values High Cardinality
away_pitcher has a high cardinality: 352 distinct values High Cardinality
season has constant value "2023" Constant
game_id has constant length 12 Constant Length
home_team_abbr has constant length 3 Constant Length
away_team_abbr has constant length 3 Constant Length
date has constant length 10 Constant Length
home_team_rest has constant length 1 Constant Length
away_team_rest has constant length 1 Constant Length
season has constant length 4 Constant Length
home_team_season has constant length 8 Constant Length
away_team_season has constant length 8 Constant Length
game_id has all distinct values Unique
  • 1
  • 2
  • 3
  • 4
  • 5

Variables


game_id

categorical

Approximate Distinct Count 2430
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 187110

Length

Mean 12
Standard Deviation 0
Median 12
Minimum 12
Maximum 12

Sample

1st row BOS202303300
2nd row WAS202303300
3rd row TBA202303300
4th row SLN202303300
5th row SEA202303300

Letter

Count 7290
Lowercase Letter 0
Space Separator 0
Uppercase Letter 7290
Dash Punctuation 0
Decimal Number 21870
  • game_id has words of constant length

home_team_abbr

categorical

Approximate Distinct Count 30
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Memory Size 165240

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row BOS
2nd row WSN
3rd row TBR
4th row STL
5th row SEA

Letter

Count 7290
Lowercase Letter 0
Space Separator 0
Uppercase Letter 7290
Dash Punctuation 0
Decimal Number 0
  • home_team_abbr has words of constant length

away_team_abbr

categorical

Approximate Distinct Count 30
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Memory Size 165240

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row BAL
2nd row ATL
3rd row DET
4th row TOR
5th row CLE

Letter

Count 7290
Lowercase Letter 0
Space Separator 0
Uppercase Letter 7290
Dash Punctuation 0
Decimal Number 0
  • away_team_abbr has words of constant length

date

categorical

Approximate Distinct Count 182
Approximate Unique (%) 7.5%
Missing 0
Missing (%) 0.0%
Memory Size 182250

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row 2023-03-30
2nd row 2023-03-30
3rd row 2023-03-30
4th row 2023-03-30
5th row 2023-03-30

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 4860
Decimal Number 19440
  • date has words of constant length

is_night_game

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 168572
  • The largest value (True) is over 1.69 times larger than the second largest value (False)

Length

Mean 4.3712
Standard Deviation 0.4832
Median 4
Minimum 4
Maximum 5

Sample

1st row False
2nd row False
3rd row False
4th row False
5th row True

Letter

Count 10622
Lowercase Letter 8192
Space Separator 0
Uppercase Letter 2430
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (True, False) take over 50.0%
  • The largest value (true) is over 1.69 times larger than the second largest value (false)

home_team_win

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Memory Size 168834

Length

Mean 4.479
Standard Deviation 0.4997
Median 4
Minimum 4
Maximum 5

Sample

1st row False
2nd row False
3rd row True
4th row False
5th row True

Letter

Count 10884
Lowercase Letter 8454
Space Separator 0
Uppercase Letter 2430
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (True, False) take over 50.0%

home_pitcher

categorical

Approximate Distinct Count 330
Approximate Unique (%) 13.6%
Missing 0
Missing (%) 0.0%
Memory Size 179488

Length

Mean 8.8634
Standard Deviation 0.3875
Median 9
Minimum 7
Maximum 9

Sample

1st row klubeco01
2nd row corbipa01
3rd row mcclash01
4th row mikolmi01
5th row castilu02

Letter

Count 16678
Lowercase Letter 16678
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4860

away_pitcher

categorical

Approximate Distinct Count 352
Approximate Unique (%) 14.5%
Missing 0
Missing (%) 0.0%
Memory Size 179472

Length

Mean 8.8568
Standard Deviation 0.3935
Median 9
Minimum 7
Maximum 9

Sample

1st row gibsoky01
2nd row friedma01
3rd row rodried05
4th row manoaal01
5th row biebesh01

Letter

Count 16662
Lowercase Letter 16662
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 4860

home_team_rest

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 160380
  • The largest value (1) is over 6.38 times larger than the second largest value (2)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2430
  • The top 2 categories (1, 2) take over 50.0%
  • The largest value (1) is over 6.38 times larger than the second largest value (2)
  • home_team_rest has words of constant length

away_team_rest

categorical

Approximate Distinct Count 6
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 160380
  • The largest value (1) is over 6.58 times larger than the second largest value (2)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 0
2nd row 0
3rd row 0
4th row 0
5th row 0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 2430
  • The top 2 categories (1, 2) take over 50.0%
  • The largest value (1) is over 6.58 times larger than the second largest value (2)
  • away_team_rest has words of constant length

home_pitcher_rest

numerical

Approximate Distinct Count 132
Approximate Unique (%) 5.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 11.4671
Minimum 0
Maximum 185
Zeros 15
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • home_pitcher_rest is skewed right (γ1 = 4.9822)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 5
Median 6
Q3 6
95-th Percentile 44.55
Maximum 185
Range 185
IQR 1

Descriptive Statistics

Mean 11.4671
Standard Deviation 22.7263
Variance 516.4837
Sum 27865
Skewness 4.9822
Kurtosis 26.3891
Coefficient of Variation 1.9819
  • home_pitcher_rest is not normally distributed (p-value 5.459114246482473e-25)
  • home_pitcher_rest has 442 outliers

away_pitcher_rest

numerical

Approximate Distinct Count 120
Approximate Unique (%) 4.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 11.5276
Minimum 0
Maximum 185
Zeros 15
Zeros (%) 0.6%
Negatives 0
Negatives (%) 0.0%
  • away_pitcher_rest is skewed right (γ1 = 4.923)

Quantile Statistics

Minimum 0
5-th Percentile 5
Q1 5
Median 6
Q3 7
95-th Percentile 44
Maximum 185
Range 185
IQR 2

Descriptive Statistics

Mean 11.5276
Standard Deviation 22.5101
Variance 506.7047
Sum 28012
Skewness 4.923
Kurtosis 25.8867
Coefficient of Variation 1.9527
  • away_pitcher_rest is not normally distributed (p-value 5.5707019035936865e-25)
  • away_pitcher_rest has 323 outliers

season

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 167670

Length

Mean 4
Standard Deviation 0
Median 4
Minimum 4
Maximum 4

Sample

1st row 2023
2nd row 2023
3rd row 2023
4th row 2023
5th row 2023

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 9720
  • season has words of constant length

home_batting_batting_avg_10RA

numerical

Approximate Distinct Count 1196
Approximate Unique (%) 49.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2421
Minimum 0.074
Maximum 0.371
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_batting_avg_10RA is skewed right (γ1 = 0.0233)

Quantile Statistics

Minimum 0.074
5-th Percentile 0.1966
Q1 0.224
Median 0.2412
Q3 0.2602
95-th Percentile 0.2881
Maximum 0.371
Range 0.297
IQR 0.0362

Descriptive Statistics

Mean 0.2421
Standard Deviation 0.02863
Variance 0.00081949
Sum 588.2567
Skewness 0.0233
Kurtosis 1.3456
Coefficient of Variation 0.1183
  • home_batting_batting_avg_10RA is not normally distributed (p-value 0.0016067177064843323)
  • home_batting_batting_avg_10RA has 35 outliers

home_batting_onbase_perc_10RA

numerical

Approximate Distinct Count 1180
Approximate Unique (%) 48.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.312
Minimum 0.2098
Maximum 0.4505
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_onbase_perc_10RA is skewed right (γ1 = 0.1105)

Quantile Statistics

Minimum 0.2098
5-th Percentile 0.262
Q1 0.2921
Median 0.312
Q3 0.3326
95-th Percentile 0.3598
Maximum 0.4505
Range 0.2407
IQR 0.04048

Descriptive Statistics

Mean 0.312
Standard Deviation 0.03051
Variance 0.00093065
Sum 758.208
Skewness 0.1105
Kurtosis 0.5093
Coefficient of Variation 0.09777
  • home_batting_onbase_perc_10RA has 28 outliers

home_batting_onbase_plus_slugging_10RA

numerical

Approximate Distinct Count 1870
Approximate Unique (%) 77.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.7154
Minimum 0.354
Maximum 1.066
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_onbase_plus_slugging_10RA is skewed right (γ1 = 0.1727)

Quantile Statistics

Minimum 0.354
5-th Percentile 0.5814
Q1 0.6636
Median 0.7105
Q3 0.7689
95-th Percentile 0.8515
Maximum 1.066
Range 0.712
IQR 0.1052

Descriptive Statistics

Mean 0.7154
Standard Deviation 0.08331
Variance 0.00694
Sum 1738.4251
Skewness 0.1727
Kurtosis 0.6586
Coefficient of Variation 0.1165
  • home_batting_onbase_plus_slugging_10RA has 49 outliers

away_batting_batting_avg_10RA

numerical

Approximate Distinct Count 1222
Approximate Unique (%) 50.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2432
Minimum 0.129
Maximum 0.442
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_batting_avg_10RA is skewed right (γ1 = 0.1361)

Quantile Statistics

Minimum 0.129
5-th Percentile 0.1954
Q1 0.2249
Median 0.2437
Q3 0.2624
95-th Percentile 0.2886
Maximum 0.442
Range 0.313
IQR 0.03747

Descriptive Statistics

Mean 0.2432
Standard Deviation 0.02879
Variance 0.00082875
Sum 591.0684
Skewness 0.1361
Kurtosis 1.5149
Coefficient of Variation 0.1184
  • away_batting_batting_avg_10RA is not normally distributed (p-value 0.0009055521050001159)
  • away_batting_batting_avg_10RA has 20 outliers

away_batting_onbase_perc_10RA

numerical

Approximate Distinct Count 1194
Approximate Unique (%) 49.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.3133
Minimum 0.129
Maximum 0.521
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_onbase_perc_10RA is skewed left (γ1 = -0.0426)

Quantile Statistics

Minimum 0.129
5-th Percentile 0.2651
Q1 0.2927
Median 0.3145
Q3 0.3343
95-th Percentile 0.3599
Maximum 0.521
Range 0.392
IQR 0.04157

Descriptive Statistics

Mean 0.3133
Standard Deviation 0.03035
Variance 0.00092101
Sum 761.4206
Skewness -0.04262
Kurtosis 1.9768
Coefficient of Variation 0.09685
  • away_batting_onbase_perc_10RA is not normally distributed (p-value 0.0003170201453948101)
  • away_batting_onbase_perc_10RA has 19 outliers

away_batting_onbase_plus_slugging_10RA

numerical

Approximate Distinct Count 1865
Approximate Unique (%) 76.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.7185
Minimum 0.29
Maximum 1.179
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_onbase_plus_slugging_10RA is skewed right (γ1 = 0.0491)

Quantile Statistics

Minimum 0.29
5-th Percentile 0.5874
Q1 0.6629
Median 0.72
Q3 0.7747
95-th Percentile 0.8502
Maximum 1.179
Range 0.889
IQR 0.1118

Descriptive Statistics

Mean 0.7185
Standard Deviation 0.0849
Variance 0.007208
Sum 1745.9159
Skewness 0.04905
Kurtosis 1.2054
Coefficient of Variation 0.1182
  • away_batting_onbase_plus_slugging_10RA is not normally distributed (p-value 0.003618588191186793)
  • away_batting_onbase_plus_slugging_10RA has 32 outliers

home_team_pitching_earned_run_avg_10RA

numerical

Approximate Distinct Count 1620
Approximate Unique (%) 66.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 4.4284
Minimum 0
Maximum 10
Zeros 4
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_earned_run_avg_10RA is skewed right (γ1 = 0.5635)

Quantile Statistics

Minimum 0
5-th Percentile 2.6652
Q1 3.63
Median 4.364
Q3 5.126
95-th Percentile 6.475
Maximum 10
Range 10
IQR 1.496

Descriptive Statistics

Mean 4.4284
Standard Deviation 1.1851
Variance 1.4045
Sum 10761.1197
Skewness 0.5635
Kurtosis 1.4528
Coefficient of Variation 0.2676
  • home_team_pitching_earned_run_avg_10RA has 46 outliers

home_team_pitching_SO_batters_faced_10RA

numerical

Approximate Distinct Count 2399
Approximate Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2291
Minimum 0.1146
Maximum 0.4848
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_SO_batters_faced_10RA is skewed right (γ1 = 0.3891)

Quantile Statistics

Minimum 0.1146
5-th Percentile 0.1742
Q1 0.2072
Median 0.2276
Q3 0.2511
95-th Percentile 0.284
Maximum 0.4848
Range 0.3702
IQR 0.04392

Descriptive Statistics

Mean 0.2291
Standard Deviation 0.0341
Variance 0.001163
Sum 556.8147
Skewness 0.3891
Kurtosis 1.7256
Coefficient of Variation 0.1488
  • home_team_pitching_SO_batters_faced_10RA is not normally distributed (p-value 0.0009799502148159877)
  • home_team_pitching_SO_batters_faced_10RA has 28 outliers

home_team_pitching_H_batters_faced_10RA

numerical

Approximate Distinct Count 2389
Approximate Unique (%) 98.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2181
Minimum 0.1176
Maximum 0.3878
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_H_batters_faced_10RA is skewed right (γ1 = 0.1941)

Quantile Statistics

Minimum 0.1176
5-th Percentile 0.1765
Q1 0.202
Median 0.2179
Q3 0.2343
95-th Percentile 0.2596
Maximum 0.3878
Range 0.2701
IQR 0.03222

Descriptive Statistics

Mean 0.2181
Standard Deviation 0.02528
Variance 0.00063899
Sum 530.0229
Skewness 0.1941
Kurtosis 1.5676
Coefficient of Variation 0.1159
  • home_team_pitching_H_batters_faced_10RA is not normally distributed (p-value 0.001294538983791985)
  • home_team_pitching_H_batters_faced_10RA has 27 outliers

home_team_pitching_BB_batters_faced_10RA

numerical

Approximate Distinct Count 2388
Approximate Unique (%) 98.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.08371
Minimum 0
Maximum 0.2195
Zeros 2
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_BB_batters_faced_10RA is skewed right (γ1 = 0.2358)

Quantile Statistics

Minimum 0
5-th Percentile 0.05266
Q1 0.07037
Median 0.08313
Q3 0.09642
95-th Percentile 0.1166
Maximum 0.2195
Range 0.2195
IQR 0.02605

Descriptive Statistics

Mean 0.08371
Standard Deviation 0.01988
Variance 0.00039504
Sum 203.4208
Skewness 0.2358
Kurtosis 1.2963
Coefficient of Variation 0.2374
  • home_team_pitching_BB_batters_faced_10RA is not normally distributed (p-value 0.001802420386333136)
  • home_team_pitching_BB_batters_faced_10RA has 24 outliers

away_team_pitching_earned_run_avg_10RA

numerical

Approximate Distinct Count 1651
Approximate Unique (%) 67.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 4.3807
Minimum 0
Maximum 12.935
Zeros 2
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_earned_run_avg_10RA is skewed right (γ1 = 0.6862)

Quantile Statistics

Minimum 0
5-th Percentile 2.6694
Q1 3.617
Median 4.296
Q3 5.0396
95-th Percentile 6.3338
Maximum 12.935
Range 12.935
IQR 1.4226

Descriptive Statistics

Mean 4.3807
Standard Deviation 1.1722
Variance 1.3741
Sum 10644.9828
Skewness 0.6862
Kurtosis 2.3927
Coefficient of Variation 0.2676
  • away_team_pitching_earned_run_avg_10RA is not normally distributed (p-value 0.00042754161514089566)
  • away_team_pitching_earned_run_avg_10RA has 54 outliers

away_team_pitching_SO_batters_faced_10RA

numerical

Approximate Distinct Count 2398
Approximate Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2315
Minimum 0.1088
Maximum 0.4706
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_SO_batters_faced_10RA is skewed right (γ1 = 0.3097)

Quantile Statistics

Minimum 0.1088
5-th Percentile 0.1749
Q1 0.209
Median 0.23
Q3 0.253
95-th Percentile 0.2912
Maximum 0.4706
Range 0.3617
IQR 0.04399

Descriptive Statistics

Mean 0.2315
Standard Deviation 0.03545
Variance 0.001257
Sum 562.6566
Skewness 0.3097
Kurtosis 1.2042
Coefficient of Variation 0.1531
  • away_team_pitching_SO_batters_faced_10RA is not normally distributed (p-value 0.0003002992235619887)
  • away_team_pitching_SO_batters_faced_10RA has 30 outliers

away_team_pitching_H_batters_faced_10RA

numerical

Approximate Distinct Count 2397
Approximate Unique (%) 98.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2159
Minimum 0.06061
Maximum 0.335
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_H_batters_faced_10RA is skewed left (γ1 = -0.0378)

Quantile Statistics

Minimum 0.06061
5-th Percentile 0.1761
Q1 0.1996
Median 0.2156
Q3 0.2317
95-th Percentile 0.2559
Maximum 0.335
Range 0.2743
IQR 0.03213

Descriptive Statistics

Mean 0.2159
Standard Deviation 0.0248
Variance 0.00061502
Sum 524.5477
Skewness -0.03776
Kurtosis 1.2854
Coefficient of Variation 0.1149
  • away_team_pitching_H_batters_faced_10RA is not normally distributed (p-value 0.0018749254668204618)
  • away_team_pitching_H_batters_faced_10RA has 27 outliers

away_team_pitching_BB_batters_faced_10RA

numerical

Approximate Distinct Count 2380
Approximate Unique (%) 97.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.08369
Minimum 0.02778
Maximum 0.175
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_BB_batters_faced_10RA is skewed right (γ1 = 0.2491)

Quantile Statistics

Minimum 0.02778
5-th Percentile 0.05396
Q1 0.07066
Median 0.08319
Q3 0.09592
95-th Percentile 0.1152
Maximum 0.175
Range 0.1472
IQR 0.02526

Descriptive Statistics

Mean 0.08369
Standard Deviation 0.0188
Variance 0.00035335
Sum 203.3667
Skewness 0.2491
Kurtosis 0.3444
Coefficient of Variation 0.2246
  • away_team_pitching_BB_batters_faced_10RA has 20 outliers

home_team_season

categorical

Approximate Distinct Count 30
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Memory Size 177390

Length

Mean 8
Standard Deviation 0
Median 8
Minimum 8
Maximum 8

Sample

1st row BOS_2023
2nd row WSN_2023
3rd row TBR_2023
4th row STL_2023
5th row SEA_2023

Letter

Count 7290
Lowercase Letter 0
Space Separator 0
Uppercase Letter 7290
Dash Punctuation 0
Decimal Number 9720
  • home_team_season has words of constant length

away_team_season

categorical

Approximate Distinct Count 30
Approximate Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Memory Size 177390

Length

Mean 8
Standard Deviation 0
Median 8
Minimum 8
Maximum 8

Sample

1st row BAL_2023
2nd row ATL_2023
3rd row DET_2023
4th row TOR_2023
5th row CLE_2023

Letter

Count 7290
Lowercase Letter 0
Space Separator 0
Uppercase Letter 7290
Dash Punctuation 0
Decimal Number 9720
  • away_team_season has words of constant length

home_team_errors_mean

numerical

Approximate Distinct Count 1241
Approximate Unique (%) 51.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.508
Minimum 0
Maximum 3
Zeros 23
Zeros (%) 0.9%
Negatives 0
Negatives (%) 0.0%
  • home_team_errors_mean is skewed right (γ1 = 2.785)

Quantile Statistics

Minimum 0
5-th Percentile 0.3225
Q1 0.426
Median 0.5
Q3 0.5869
95-th Percentile 0.7
Maximum 3
Range 3
IQR 0.1609

Descriptive Statistics

Mean 0.508
Standard Deviation 0.1481
Variance 0.02192
Sum 1234.5319
Skewness 2.785
Kurtosis 41.0142
Coefficient of Variation 0.2915
  • home_team_errors_mean is not normally distributed (p-value 5.923915098840377e-10)
  • home_team_errors_mean has 60 outliers

away_team_errors_mean

numerical

Approximate Distinct Count 1239
Approximate Unique (%) 51.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.5088
Minimum 0
Maximum 3
Zeros 21
Zeros (%) 0.9%
Negatives 0
Negatives (%) 0.0%
  • away_team_errors_mean is skewed right (γ1 = 3.1515)

Quantile Statistics

Minimum 0
5-th Percentile 0.3273
Q1 0.4251
Median 0.5
Q3 0.5873
95-th Percentile 0.6941
Maximum 3
Range 3
IQR 0.1623

Descriptive Statistics

Mean 0.5088
Standard Deviation 0.1514
Variance 0.02291
Sum 1236.3246
Skewness 3.1515
Kurtosis 42.0846
Coefficient of Variation 0.2975
  • away_team_errors_mean is not normally distributed (p-value 5.017727324823387e-10)
  • away_team_errors_mean has 65 outliers

home_team_wins_mean

numerical

Approximate Distinct Count 1166
Approximate Unique (%) 48.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.5005
Minimum 0
Maximum 1
Zeros 12
Zeros (%) 0.5%
Negatives 0
Negatives (%) 0.0%
  • home_team_wins_mean is skewed left (γ1 = -0.1173)

Quantile Statistics

Minimum 0
5-th Percentile 0.2857
Q1 0.4459
Median 0.5108
Q3 0.5597
95-th Percentile 0.657
Maximum 1
Range 1
IQR 0.1138

Descriptive Statistics

Mean 0.5005
Standard Deviation 0.1168
Variance 0.01363
Sum 1216.2578
Skewness -0.1173
Kurtosis 3.4278
Coefficient of Variation 0.2333
  • home_team_wins_mean is not normally distributed (p-value 1.0804251677247203e-06)
  • home_team_wins_mean has 137 outliers

away_team_wins_mean

numerical

Approximate Distinct Count 1162
Approximate Unique (%) 47.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.5001
Minimum 0
Maximum 1
Zeros 12
Zeros (%) 0.5%
Negatives 0
Negatives (%) 0.0%
  • away_team_wins_mean is skewed left (γ1 = -0.1404)

Quantile Statistics

Minimum 0
5-th Percentile 0.2857
Q1 0.4464
Median 0.5102
Q3 0.56
95-th Percentile 0.6622
Maximum 1
Range 1
IQR 0.1136

Descriptive Statistics

Mean 0.5001
Standard Deviation 0.1172
Variance 0.01372
Sum 1215.2971
Skewness -0.1404
Kurtosis 3.418
Coefficient of Variation 0.2343
  • away_team_wins_mean is not normally distributed (p-value 1.1351962283029949e-07)
  • away_team_wins_mean has 138 outliers

home_batting_batting_avg_mean

numerical

Approximate Distinct Count 2372
Approximate Unique (%) 97.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2419
Minimum 0.074
Maximum 0.371
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_batting_avg_mean is skewed left (γ1 = -0.0169)

Quantile Statistics

Minimum 0.074
5-th Percentile 0.2173
Q1 0.2302
Median 0.2429
Q3 0.2525
95-th Percentile 0.2665
Maximum 0.371
Range 0.297
IQR 0.02234

Descriptive Statistics

Mean 0.2419
Standard Deviation 0.01786
Variance 0.0003191
Sum 587.7659
Skewness -0.01686
Kurtosis 11.2371
Coefficient of Variation 0.07385
  • home_batting_batting_avg_mean is not normally distributed (p-value 1.3428093738285373e-08)
  • home_batting_batting_avg_mean has 39 outliers

home_batting_onbase_perc_mean

numerical

Approximate Distinct Count 2354
Approximate Unique (%) 96.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.3128
Minimum 0.212
Maximum 0.4505
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_onbase_perc_mean is skewed right (γ1 = 0.4921)

Quantile Statistics

Minimum 0.212
5-th Percentile 0.2863
Q1 0.3039
Median 0.3134
Q3 0.3227
95-th Percentile 0.3359
Maximum 0.4505
Range 0.2385
IQR 0.01884

Descriptive Statistics

Mean 0.3128
Standard Deviation 0.01763
Variance 0.00031095
Sum 760.0641
Skewness 0.4921
Kurtosis 7.304
Coefficient of Variation 0.05638
  • home_batting_onbase_perc_mean is not normally distributed (p-value 4.829434817159491e-07)
  • home_batting_onbase_perc_mean has 74 outliers

home_batting_onbase_plus_slugging_mean

numerical

Approximate Distinct Count 2402
Approximate Unique (%) 98.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.7126
Minimum 0.354
Maximum 1.066
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_batting_onbase_plus_slugging_mean is skewed right (γ1 = 0.324)

Quantile Statistics

Minimum 0.354
5-th Percentile 0.6372
Q1 0.6814
Median 0.7104
Q3 0.7395
95-th Percentile 0.7886
Maximum 1.066
Range 0.712
IQR 0.05811

Descriptive Statistics

Mean 0.7126
Standard Deviation 0.05351
Variance 0.002864
Sum 1731.6212
Skewness 0.324
Kurtosis 5.0592
Coefficient of Variation 0.0751
  • home_batting_onbase_plus_slugging_mean is not normally distributed (p-value 3.283212528529991e-07)
  • home_batting_onbase_plus_slugging_mean has 96 outliers

away_batting_batting_avg_mean

numerical

Approximate Distinct Count 2356
Approximate Unique (%) 97.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.242
Minimum 0.129
Maximum 0.442
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_batting_avg_mean is skewed right (γ1 = 0.5876)

Quantile Statistics

Minimum 0.129
5-th Percentile 0.2168
Q1 0.2304
Median 0.2433
Q3 0.2527
95-th Percentile 0.2671
Maximum 0.442
Range 0.313
IQR 0.02227

Descriptive Statistics

Mean 0.242
Standard Deviation 0.01838
Variance 0.00033784
Sum 588.1238
Skewness 0.5876
Kurtosis 12.9048
Coefficient of Variation 0.07594
  • away_batting_batting_avg_mean is not normally distributed (p-value 2.961868713731561e-09)
  • away_batting_batting_avg_mean has 49 outliers

away_batting_onbase_perc_mean

numerical

Approximate Distinct Count 2344
Approximate Unique (%) 96.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.3129
Minimum 0.129
Maximum 0.521
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_onbase_perc_mean is skewed left (γ1 = -0.0342)

Quantile Statistics

Minimum 0.129
5-th Percentile 0.2867
Q1 0.3036
Median 0.3136
Q3 0.3233
95-th Percentile 0.3365
Maximum 0.521
Range 0.392
IQR 0.01968

Descriptive Statistics

Mean 0.3129
Standard Deviation 0.0192
Variance 0.0003685
Sum 760.2586
Skewness -0.03421
Kurtosis 17.3793
Coefficient of Variation 0.06136
  • away_batting_onbase_perc_mean is not normally distributed (p-value 5.668091434699226e-11)
  • away_batting_onbase_perc_mean has 76 outliers

away_batting_onbase_plus_slugging_mean

numerical

Approximate Distinct Count 2398
Approximate Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.7124
Minimum 0.29
Maximum 1.179
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_batting_onbase_plus_slugging_mean is skewed right (γ1 = 0.0303)

Quantile Statistics

Minimum 0.29
5-th Percentile 0.6367
Q1 0.6811
Median 0.7106
Q3 0.7417
95-th Percentile 0.7909
Maximum 1.179
Range 0.889
IQR 0.06061

Descriptive Statistics

Mean 0.7124
Standard Deviation 0.05622
Variance 0.003161
Sum 1731.011
Skewness 0.03027
Kurtosis 9.0259
Coefficient of Variation 0.07892
  • away_batting_onbase_plus_slugging_mean is not normally distributed (p-value 1.4436784697292188e-08)
  • away_batting_onbase_plus_slugging_mean has 83 outliers

home_team_pitching_earned_run_avg_mean

numerical

Approximate Distinct Count 2364
Approximate Unique (%) 97.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 4.3668
Minimum 0
Maximum 10
Zeros 4
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_earned_run_avg_mean is skewed right (γ1 = 0.8016)

Quantile Statistics

Minimum 0
5-th Percentile 3.4069
Q1 3.889
Median 4.2663
Q3 4.7153
95-th Percentile 5.6938
Maximum 10
Range 10
IQR 0.8263

Descriptive Statistics

Mean 4.3668
Standard Deviation 0.803
Variance 0.6447
Sum 10611.3874
Skewness 0.8016
Kurtosis 6.5316
Coefficient of Variation 0.1839
  • home_team_pitching_earned_run_avg_mean is not normally distributed (p-value 3.2959976488246226e-08)
  • home_team_pitching_earned_run_avg_mean has 108 outliers

home_team_pitching_SO_batters_faced_mean

numerical

Approximate Distinct Count 2414
Approximate Unique (%) 99.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2306
Minimum 0.125
Maximum 0.4848
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_SO_batters_faced_mean is skewed right (γ1 = 0.8639)

Quantile Statistics

Minimum 0.125
5-th Percentile 0.1937
Q1 0.2207
Median 0.2307
Q3 0.2437
95-th Percentile 0.2606
Maximum 0.4848
Range 0.3598
IQR 0.02293

Descriptive Statistics

Mean 0.2306
Standard Deviation 0.02265
Variance 0.00051308
Sum 560.4654
Skewness 0.8639
Kurtosis 10.3791
Coefficient of Variation 0.09821
  • home_team_pitching_SO_batters_faced_mean is not normally distributed (p-value 2.499312794634831e-09)
  • home_team_pitching_SO_batters_faced_mean has 105 outliers

home_team_pitching_H_batters_faced_mean

numerical

Approximate Distinct Count 2414
Approximate Unique (%) 99.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2162
Minimum 0.1176
Maximum 0.3878
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_H_batters_faced_mean is skewed right (γ1 = 0.8405)

Quantile Statistics

Minimum 0.1176
5-th Percentile 0.1957
Q1 0.2093
Median 0.2143
Q3 0.2241
95-th Percentile 0.2395
Maximum 0.3878
Range 0.2701
IQR 0.01483

Descriptive Statistics

Mean 0.2162
Standard Deviation 0.01567
Variance 0.00024543
Sum 525.3254
Skewness 0.8405
Kurtosis 14.7463
Coefficient of Variation 0.07247
  • home_team_pitching_H_batters_faced_mean is not normally distributed (p-value 1.1300655922580656e-14)
  • home_team_pitching_H_batters_faced_mean has 107 outliers

home_team_pitching_BB_batters_faced_mean

numerical

Approximate Distinct Count 2414
Approximate Unique (%) 99.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.08479
Minimum 0
Maximum 0.2195
Zeros 2
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • home_team_pitching_BB_batters_faced_mean is skewed right (γ1 = 0.6488)

Quantile Statistics

Minimum 0
5-th Percentile 0.06632
Q1 0.07654
Median 0.08403
Q3 0.09224
95-th Percentile 0.1051
Maximum 0.2195
Range 0.2195
IQR 0.0157

Descriptive Statistics

Mean 0.08479
Standard Deviation 0.01308
Variance 0.0001711
Sum 206.0517
Skewness 0.6488
Kurtosis 10.2831
Coefficient of Variation 0.1543
  • home_team_pitching_BB_batters_faced_mean is not normally distributed (p-value 4.867552604953864e-08)
  • home_team_pitching_BB_batters_faced_mean has 60 outliers

away_team_pitching_earned_run_avg_mean

numerical

Approximate Distinct Count 2383
Approximate Unique (%) 98.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 4.3889
Minimum 0
Maximum 12.935
Zeros 2
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_earned_run_avg_mean is skewed right (γ1 = 1.5767)

Quantile Statistics

Minimum 0
5-th Percentile 3.4064
Q1 3.9177
Median 4.2814
Q3 4.7157
95-th Percentile 5.6748
Maximum 12.935
Range 12.935
IQR 0.7979

Descriptive Statistics

Mean 4.3889
Standard Deviation 0.8483
Variance 0.7196
Sum 10665.006
Skewness 1.5767
Kurtosis 11.0705
Coefficient of Variation 0.1933
  • away_team_pitching_earned_run_avg_mean is not normally distributed (p-value 5.156302187651733e-10)
  • away_team_pitching_earned_run_avg_mean has 128 outliers

away_team_pitching_SO_batters_faced_mean

numerical

Approximate Distinct Count 2415
Approximate Unique (%) 99.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2309
Minimum 0.1316
Maximum 0.4706
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_SO_batters_faced_mean is skewed right (γ1 = 0.8384)

Quantile Statistics

Minimum 0.1316
5-th Percentile 0.1931
Q1 0.2212
Median 0.2305
Q3 0.2442
95-th Percentile 0.2604
Maximum 0.4706
Range 0.339
IQR 0.02297

Descriptive Statistics

Mean 0.2309
Standard Deviation 0.02271
Variance 0.00051572
Sum 561.0379
Skewness 0.8384
Kurtosis 8.9903
Coefficient of Variation 0.09836
  • away_team_pitching_SO_batters_faced_mean is not normally distributed (p-value 4.080631845328696e-09)
  • away_team_pitching_SO_batters_faced_mean has 116 outliers

away_team_pitching_H_batters_faced_mean

numerical

Approximate Distinct Count 2414
Approximate Unique (%) 99.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.2161
Minimum 0.06061
Maximum 0.335
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_H_batters_faced_mean is skewed left (γ1 = -0.3479)

Quantile Statistics

Minimum 0.06061
5-th Percentile 0.1954
Q1 0.2091
Median 0.2143
Q3 0.224
95-th Percentile 0.2397
Maximum 0.335
Range 0.2743
IQR 0.01491

Descriptive Statistics

Mean 0.2161
Standard Deviation 0.01558
Variance 0.00024258
Sum 525.021
Skewness -0.3479
Kurtosis 12.3397
Coefficient of Variation 0.07209
  • away_team_pitching_H_batters_faced_mean is not normally distributed (p-value 3.005772107944626e-13)
  • away_team_pitching_H_batters_faced_mean has 107 outliers

away_team_pitching_BB_batters_faced_mean

numerical

Approximate Distinct Count 2415
Approximate Unique (%) 99.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 38880
Mean 0.0849
Minimum 0.02778
Maximum 0.175
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • away_team_pitching_BB_batters_faced_mean is skewed right (γ1 = 0.8663)

Quantile Statistics

Minimum 0.02778
5-th Percentile 0.06683
Q1 0.07691
Median 0.08364
Q3 0.09205
95-th Percentile 0.1059
Maximum 0.175
Range 0.1472
IQR 0.01514

Descriptive Statistics

Mean 0.0849
Standard Deviation 0.01244
Variance 0.00015487
Sum 206.3163
Skewness 0.8663
Kurtosis 4.6191
Coefficient of Variation 0.1466
  • away_team_pitching_BB_batters_faced_mean is not normally distributed (p-value 5.068812423091312e-06)
  • away_team_pitching_BB_batters_faced_mean has 65 outliers

Interactions

Correlations

Missing Values